Improved Prediction of Body Mass Index in Real-World Administrative Healthcare Claims Databases

被引:0
|
作者
Ganhui Lan
Bingcao Wu
Kaustubh Sharma
Kaushal Gadhia
Veronica Ashton
机构
[1] Janssen Scientific Affairs,
[2] LLC,undefined
[3] Mu Sigma Business Solutions,undefined
[4] LLC,undefined
来源
Advances in Therapy | 2022年 / 39卷
关键词
Administrative healthcare claims databases; BMI classifications; Body mass index; Machine learning; Predictive models; Real-world evidence;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3835 / 3844
页数:9
相关论文
共 50 条
  • [31] Body mass index affects imatinib exposure: Real-world evidence from TDM with adaptive dosing
    Maroselli, Paul
    Fanciullino, Raphaelle
    Colle, Julien
    Farnault, Laure
    Roche, Pauline
    Venton, Geoffroy
    Costello, Regis
    Ciccolini, Joseph
    FUNDAMENTAL & CLINICAL PHARMACOLOGY, 2025, 39 (01)
  • [32] The impact of body mass index for atrial fibrillation ablation; real-world data on outcomes and quality of life
    Vermeer, J.
    Houterman, S.
    Medendorp, N. M.
    van der Voort, P. H.
    Dekker, L. R. C.
    EUROPEAN HEART JOURNAL, 2024, 45
  • [33] Body mass index changes and their association with SARS-CoV-2 infection: a real-world analysis
    Varghese, Jithin Sam
    Guo, Yi
    Ali, Mohammed K.
    Donahoo, W. Troy
    Chakkalakal, Rosette J.
    INTERNATIONAL JOURNAL OF OBESITY, 2024, 48 (12) : 1785 - 1792
  • [34] STUDY OF ADHERENCE TO TREATMENT WITH SITAGLIPTIN IN REAL-WORLD: A POPULATION-BASED STUDY FROM THE FRENCH NATIONAL HEALTHCARE SYSTEM CLAIMS DATABASES (SNDS)
    Portugues, C.
    Soubeiga, A.
    Berthod, C.
    Charpentier, G.
    Franc, S.
    Chomette, E.
    Mistretta, F.
    Lajoinie, A.
    VALUE IN HEALTH, 2020, 23 : S519 - S519
  • [35] USING MACHINE LEARNING FOR PHENOTYPIC PREDICTION TO EXPLORE COMPLEX CODING PATTERNS IN REAL-WORLD HEALTHCARE DATABASES: AN APPLICATION TO SURGICAL CONVERSION
    Fortin, S.
    Johnston, S.
    VALUE IN HEALTH, 2019, 22 : S265 - S265
  • [36] Methods to Analyze Real-World Databases and Registries
    Kremers, Hilal Maradit
    BULLETIN OF THE HOSPITAL FOR JOINT DISEASES, 2009, 67 (02): : 193 - 197
  • [37] Identification of real-world objects in multiple databases
    Neiling, M
    FROM DATA AND INFORMATION ANALYSIS TO KNOWLEDGE ENGINEERING, 2006, : 63 - 74
  • [38] WICE: Real-World Entailment for Claims in Wikipedia
    Kamoi, Ryo
    Goyal, Tanya
    Rodriguez, Juan Diego
    Durrett, Greg
    2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, EMNLP 2023, 2023, : 7561 - 7583
  • [39] REAL-WORLD COMPARATIVE EFFECTIVENESS OF ADALIMUMAB AND TOCILIZUMAB FOR THE TREATMENT OF RHEUMATOID ARTHRITIS: RESULTS OF AN ADMINISTRATIVE CLAIMS ANALYSIS
    Garg, V.
    Griffith, J.
    Hayes, O. A.
    Bao, Y.
    ANNALS OF THE RHEUMATIC DISEASES, 2015, 74 : 357 - 357
  • [40] Real-world treatments and outcomes for biliary tract cancer patients using administrative databases in Ontario, Canada
    Seung, S.
    Saherawala, H.
    Syed, I.
    Cloutheir, D.
    Shephard, C.
    Chen, E.
    ANNALS OF ONCOLOGY, 2022, 33 : S273 - S273